Aman Chadha
GenAI Leadership @ AWS • Stanford AI • Ex-, Amazon Alexa, Nvidia, Qualcomm • EB-1 "Einstein Visa" Recipient/Mentor • EMNLP 2023 Outstanding Paper Award
Updated 7 months ago
15+
Years Experience
16
Roles
28
Skills
3
Education
About
• Personal profile: www.aman.info; AI portfolio: www.aman.ai • Seasoned leader in Multimodal AI (NLP, Speech, & Vision) and Discovery Systems (Search & Recommendations) • Applied AI at AWS; ex: Amazon Alexa, Apple, Nvidia, Qualcomm • Fundamental research in GenAI -- specifically (Multimodal) LLMs, Agentic AI, and RAG -- with 100+ papers and 3K citations (work featured in The Washington Post, Nature, Wikipedia, New Scientist, Analytics India Magazine, Outlook Business, and YourStory); published in leading AI conferences such as ACL, EMNLP (Outstanding Paper Award '23), AAAI, EACL, KDD, ECML, WSDM, CVPR, WACV, ICASSP, etc. • Specialities: 0->1 ideation, execution strategy, building and leading diverse teams, and driving a product from start-to-finish.
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Experience (16 roles)
Research Fellow
Current• Advise research projects in NLP, Vision, Speech, and Multimodal AI. • Published research in leading AI venues. GenAI Fellow @ Center for Artificial Intelligence at SDSU GenAI Fellow @ SDSU CMU, Stanford Unveil Gaussian Adaptive Transformer
Generative AI Leadership
CurrentAmazon Web Services (AWS) · Full-time
<I'm hiring exceptional candidates, contact me for openings!> • Manage a team of Applied and Data Scientists, Deep Learning Architects, and Managers responsible for GenAI models and infrastructure. Skills: Generative AI · People Management · Managing Managers UW and AWS Launch AuditLLM, a Multiprobe...
Research Fellow
CurrentArtificial Intelligence Institute of South Carolina
• Advise research projects in NLP, Vision, Speech, and Multimodal AI. • Published research in top AI venues such as ACL, EMNLP, AAAI, EACL, ECML, WACV, ICASSP, etc. Research Fellow at AIISC @ University of South Carolina EMNLP 2023 Outstanding Paper Award Media Coverage by The Washington Post
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Education (3)
University of Wisconsin-Madison
Grade: 3.90/4.00 Specialized in Artificial Intelligence, Computer Architecture, and Operating Systems. • Outstanding Graduate Student Award
University of Mumbai
Grade: 3.98/4.00, First Class with Distinction 2022 Distinguished Alumnus, TSEC, Univ. of Mumbai. Activities and societies: • Memberships at IEEE Signal Processing Society, IEEE Circuits and Systems Society and IEEE Computer Society • Editorial Team - college magazine 'Synapse' (2010) • Technical Head - Computer Society of India (2009) Selected Courses: • Computer Programming (C, C++, Java) • Image Processing • Audio Processing • Computer Networks
Stanford University
Grade: 4.00/4.00 • CS230: Deep Learning • CS224n: Natural Language Processing with Deep Learning • CS231n: Convolutional Neural Networks for Visual Recognition • CS330: Deep Multi-Task and Meta Learning • CS234: Reinforcement Learning • CS224w: Machine Learning with Graphs • CS229: Machine Learning CS330_Project_Report.pdf CS330_Project_Poster.pdf CS224nProjectFinalReport.pdf
Skills (28)
Certifications (20)▼
Machine Learning
Coursera
Apply Generative Adversarial Networks (GANs)
Coursera
Machine Learning Data Lifecycle in Production
Coursera
Deep Learning 6.S191
Massachusetts Institute of Technology
Introduction to Machine Learning in Production
Coursera
AI for Medical Treatment
Coursera
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
Coursera
Neural Networks and Deep Learning
Coursera
Algorithms: Design and Analysis, Part 2
Coursera
Sequence Models
Coursera
Natural Language Processing with Attention Models
Coursera
Convolutional Neural Networks
Coursera
Natural Language Processing with Probabilistic Models
Coursera
Structuring Machine Learning Projects
Coursera
AI for Medical Diagnosis
Coursera
Build Basic Generative Adversarial Networks (GANs)
Coursera
Natural Language Processing with Classification and Vector Spaces
Coursera
AI for Medical Prognosis
Coursera
Natural Language Processing with Sequence Models
Coursera
Build Better Generative Adversarial Networks (GANs)
Coursera
Publications (1)▼
For a list of publications, please refer to my Google Scholar:
Languages (5)▼
Volunteer Experience (11)▼
Program Committee
ECML-PKDD 2025
Reviewer
CVPR 2020
Reviewer
EMNLP 2024
Reviewer
ACL 2024
Reviewer
EMNLP 2023
Reviewer
NeurIPS 2021
Reviewer
WACV 2020
Reviewer
ACL 2025
Reviewer
ICCV 2025
Reviewer
Springer Nature
Reviewer
CVPR 2025
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